Jerónimo R. Miranda-Rodríguez

StressNET: an adaptable deep-learning model for mechanical stress inference in tissues

StressNET infers intercellular mechanical stresses from tissue geometry using a Graph Neural Network, achieving state-of-the-art performance in zebrafish and Xenopus embryos.

Local control of cellular proliferation underlies neuromast regeneration in zebrafish

This study uses a computational model to show that local cell proliferation control through a delayed switch enables neuromast regeneration in zebrafish.

ForSys: non-invasive stress inference from time-lapse microscopy

ForSys estimates intercellular stresses and intracellular pressures from time-lapse microscopy, validated in silico and in vivo using Xenopus embryos and zebrafish.

Incoherent collective cell chemotaxis underlies organ dysmorphia in a model of branchio-oto-renal syndrome

This study shows that loss of Eya1 disrupts CXCR7b expression, leading to abnormal collective cell chemotaxis and organ dysmorphia in a zebrafish model of branchio-oto-renal syndrome.